In [1]:
%%javascript
IPython.OutputArea.prototype._should_scroll = function(lines) {
return false;
}
In [2]:
# Load libraries
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
import scipy.optimize as opt
from scipy.interpolate import interp1d
import sys
import geopandas as gpd
import geoplot as gplt
from shapely.geometry import Point, Polygon
import shapely.speedups
import warnings
warnings.simplefilter(action='ignore', category=FutureWarning) # ignore Future deprecation warning
warnings.simplefilter(action='ignore', category=RuntimeWarning) # ignore NaNs
from scipy.optimize import OptimizeWarning
warnings.simplefilter("ignore", OptimizeWarning) # This comes from the initial guesses
import logging
logging.basicConfig(level=logging.CRITICAL) # ignore no handles to put in legend warning from matplotlib
shapely.speedups.enable()
sys.path.append('/Users/antje/Update_PIK/')
from classes import boundaries as bd
#from classes import functions as fcy
from classes import snag_MTF_func as sg
from classes import bokeh as bf
from classes import lpjml_tools as lpj
plot_setup = bd.plot_setup()
params = {'mathtext.default':'regular'}
plt.rcParams.update(params)
%matplotlib inline
%config Completer.use_jedi = False
In [3]:
#---------------#
# Import data #
#---------------#
data = pd.read_csv('210910_MTF_input.csv')
data.loc[data.site_name.isnull(), ['site_name']] = '' # Necessary for looping !!!
data.loc[data.DBH_mean.isnull(), ['DBH_mean']] = ''
data.loc[data['y.unit'] == 'ntree', ['y.unit']] = 'count'
data.loc[data.DBH_class.isna(), 'DBH_class'] = ''
#--------------------#
# Transform data #
#--------------------#
data.loc[data.y > 1, 'y'].y = 1 # correcting digitisation errors
In [4]:
refs_working = ['Russell2006SnagLogging',
'Angers2011TreeStudy',
'Vanderwel2006AnTransitions',
'DeLong2008TemporalColumbia',
'Onodera2015DoJapan','Grayson2019PersistenceUSA',
'Storaunet2002TimeForest',
'Bond-Lamberty2008DecompositionChronosequence',
'Moroni2006DisturbanceForests',
'Chambers2014SnagForests',
'Conner2005TheTexas',
'Dunn2015TemporalUSA',
'Huggard1999StaticSnags',
'Rhoades2020SnagfallUSA', 'Cline1980SnagOregon',
'Lee1998DynamicsForests',
'Wilson2005DynamicsForest',
'Lyon1977AttritionMontana',
'Zarnoch2013SnagForest',
'Moorman1999SnagPiedmont','Everett1999SnagUSA',
'Vanderwel2006SnagForests',
'Bull1983LongevityWoodpeckers',
'Ganey2012Trends2007',
'Landram2002DemographyCalifornia',
'Parish2010SnagColumbia',
'Garber2005SnagMaine','Angers2010SnagSpecies','Mitchell1998FallOregon',
'Molinas-Gonzalez2017FallMountain',
'Hogg2015FactorsCanada',
'Aakala2010CoarseDynamics'
]
print(len(data.Reference.unique()),len(refs_working))
reference_list = data.Reference.unique().tolist()
reference_list
38 32
Out[4]:
['Russell2006SnagLogging', 'Cline1980SnagOregon', 'Everett1999SnagUSA', 'Mitchell1998FallOregon', 'Storaunet2002TimeForest', 'Moorman1999SnagPiedmont', 'Garber2005SnagMaine', 'Angers2010SnagSpecies', 'Aakala2010CoarseDynamics', 'Angers2011TreeStudy', 'Bond-Lamberty2008DecompositionChronosequence', 'Lee1998DynamicsForests', 'Moroni2006DisturbanceForests', 'Vanderwel2006AnTransitions', 'Vanderwel2006SnagForests', 'Chambers2014SnagForests', 'Conner2005TheTexas', 'DeLong2008TemporalColumbia', 'Dunn2015TemporalUSA', 'Huggard1999StaticSnags', 'Molinas-Gonzalez2017FallMountain', 'Onodera2015DoJapan', 'Wilson2005DynamicsForest', 'Bull1983LongevityWoodpeckers', 'Ganey2012Trends2007', 'Hogg2015FactorsCanada', 'Parish2010SnagColumbia', 'Lyon1977AttritionMontana', 'Zarnoch2013SnagForest', 'Grayson2019PersistenceUSA', 'Landram2002DemographyCalifornia', 'Dunn2012TemporalCascades', 'Woolley2019BeyondUSA', 'Yamasaki2006SnagHardwoods', 'Sinclair2004PersistenceAustralia', 'Chambers2005PonderosaArizona', 'Mäkinen2006PredictingFinland', 'Ritchie2014EstablishmentForest']
In [5]:
#reference_list = ['Wilson2005DynamicsForest']
for ref in reference_list:
sg.derive_MTF(data[data.Reference == ref], ref)
#----------------------------# # Russell2006SnagLogging # #----------------------------# No. sites: 1 No. species: 2 No. DBH classes: 1 Calculating MTFcount! Ponderosa pine DBH class: >23 cm; Ponderosa pine removing the old ENTRY count Ponderosa pine Weigh to species level True 9.893667089829371 removing the old ENTRY count Ponderosa pine Douglas fir DBH class: >23 cm; Douglas fir Logistic regression removing the old ENTRY count Douglas fir Weigh to species level True 15.716294695063896 removing the old ENTRY count Douglas fir MTF_site 13.827491106048795 Russell2006SnagLogging Star Gulch removing the old ENTRY Star Gulch
#-------------------------# # Cline1980SnagOregon # #-------------------------# No. sites: 1 No. species: 1 No. DBH classes: 4 Calculating MTFcount! Douglas fir DBH class: 10-18 cm; Douglas fir removing the old ENTRY count Douglas fir DBH class: 19-31 cm; Douglas fir removing the old ENTRY count Douglas fir DBH class: 32-47 cm; Douglas fir removing the old ENTRY count Douglas fir DBH class: 47-72 cm; Douglas fir removing the old ENTRY count Douglas fir Weigh to species level True 15.024681300904541 removing the old ENTRY count Douglas fir MTF_site 15.024681300904541 Cline1980SnagOregon Burnt woods, Black Rock, Willamette removing the old ENTRY Burnt woods, Black Rock, Willamette
Calculating MTFcmass! Douglas fir DBH class: 10-18 cm; Douglas fir removing the old ENTRY cmass Douglas fir DBH class: 19-31 cm; Douglas fir removing the old ENTRY cmass Douglas fir DBH class: 32-47 cm; Douglas fir removing the old ENTRY cmass Douglas fir DBH class: 47-72 cm; Douglas fir removing the old ENTRY cmass Douglas fir Weigh to species level False Cmass whole multiple MTF_species_dc [11.27702321 19.49509361 29.86821315 35.98883009] removing the old ENTRY cmass Douglas fir MTF_site 24.314899643630476 Cline1980SnagOregon Burnt woods, Black Rock, Willamette removing the old ENTRY Burnt woods, Black Rock, Willamette
#------------------------# # Everett1999SnagUSA # #------------------------# No. sites: 1 No. species: 5 No. DBH classes: 3 Calculating MTFcount! Douglas fir DBH class: 3<23 cm; Douglas fir removing the old ENTRY count Douglas fir DBH class: 23<41 cm; Douglas fir removing the old ENTRY count Douglas fir DBH class: 41<64 cm; Douglas fir removing the old ENTRY count Douglas fir Weigh to species level True 24.385067930958044 removing the old ENTRY count Douglas fir Subalpine fir DBH class: 3<23 cm; Subalpine fir removing the old ENTRY count Subalpine fir DBH class: 23<41 cm; Subalpine fir removing the old ENTRY count Subalpine fir Weigh to species level True 21.273874865918003 removing the old ENTRY count Subalpine fir Lodgepole pine DBH class: 3<23 cm; Lodgepole pine removing the old ENTRY count Lodgepole pine DBH class: 23<41 cm; Lodgepole pine removing the old ENTRY count Lodgepole pine Weigh to species level True 16.95569578534599 removing the old ENTRY count Lodgepole pine Ponderosa pine DBH class: 3<23 cm; Ponderosa pine removing the old ENTRY count Ponderosa pine Weigh to species level True 8.165001957712661 removing the old ENTRY count Ponderosa pine Engelmann spruce DBH class: 23<41 cm; Engelmann spruce Logistic regression removing the old ENTRY count Engelmann spruce DBH class: 41<64 cm; Engelmann spruce Logistic regression removing the old ENTRY count Engelmann spruce Weigh to species level True 52.95774533497392 removing the old ENTRY count Engelmann spruce MTF_site 22.97748209326372 Everett1999SnagUSA removing the old ENTRY
Calculating MTFcmass! Douglas fir DBH class: 3<23 cm; Douglas fir removing the old ENTRY cmass Douglas fir DBH class: 23<41 cm; Douglas fir removing the old ENTRY cmass Douglas fir DBH class: 41<64 cm; Douglas fir removing the old ENTRY cmass Douglas fir Weigh to species level False Cmass whole multiple MTF_species_dc [12.26056503 27.13358532 62.69805199] removing the old ENTRY cmass Douglas fir Subalpine fir DBH class: 3<23 cm; Subalpine fir removing the old ENTRY cmass Subalpine fir DBH class: 23<41 cm; Subalpine fir removing the old ENTRY cmass Subalpine fir Weigh to species level False Cmass whole multiple MTF_species_dc [19.42853695 29.47537673] removing the old ENTRY cmass Subalpine fir Lodgepole pine DBH class: 3<23 cm; Lodgepole pine removing the old ENTRY cmass Lodgepole pine DBH class: 23<41 cm; Lodgepole pine removing the old ENTRY cmass Lodgepole pine Weigh to species level False Cmass whole multiple MTF_species_dc [16.50059702 19.98968758] removing the old ENTRY cmass Lodgepole pine Ponderosa pine DBH class: 3<23 cm; Ponderosa pine removing the old ENTRY cmass Ponderosa pine Weigh to species level False Cmass whole multiple MTF_species_dc [8.16500196] removing the old ENTRY cmass Ponderosa pine Engelmann spruce DBH class: 23<41 cm; Engelmann spruce Logistic regression removing the old ENTRY cmass Engelmann spruce DBH class: 41<64 cm; Engelmann spruce Logistic regression removing the old ENTRY cmass Engelmann spruce Weigh to species level False Cmass whole multiple MTF_species_dc [37.79994945 68.11554122] removing the old ENTRY cmass Engelmann spruce MTF_site 45.96982103826345 Everett1999SnagUSA removing the old ENTRY
#----------------------------# # Mitchell1998FallOregon # #----------------------------# No. sites: 2 No. species: 1 No. DBH classes: 1 Calculating MTFcount! Lodgepole pine DBH class: cm; Lodgepole pine removing the old ENTRY count Lodgepole pine Weigh to species level True Transfer to site level only. No DBH classes! 6.867043647934568 removing the old ENTRY count Lodgepole pine 6.867043647934568 removing the old ENTRY count Lodgepole pine MTF_site 6.867043647934568 Mitchell1998FallOregon thinned removing the old ENTRY thinned
Lodgepole pine DBH class: cm; Lodgepole pine removing the old ENTRY count Lodgepole pine Weigh to species level True Transfer to site level only. No DBH classes! 9.310268625161081 removing the old ENTRY count Lodgepole pine 9.310268625161081 removing the old ENTRY count Lodgepole pine MTF_site 9.310268625161081 Mitchell1998FallOregon unthinned removing the old ENTRY unthinned
#-----------------------------# # Storaunet2002TimeForest # #-----------------------------# No. sites: 1 No. species: 1 No. DBH classes: 1 Calculating MTFcount! Norway spruce DBH class: 15-65 cm; Norway spruce Weigh to species level True Transfer to site level only. No DBH classes! 19.71025942383703 removing the old ENTRY count Norway spruce 19.71025942383703 removing the old ENTRY count Norway spruce MTF_site 19.71025942383703 Storaunet2002TimeForest Ringerike removing the old ENTRY Ringerike
#-----------------------------# # Moorman1999SnagPiedmont # #-----------------------------# No. sites: 1 No. species: 1 No. DBH classes: 5 Calculating MTFcount! Loblolly pine DBH class: 10.2-15.2 cm; Loblolly pine removing the old ENTRY count Loblolly pine DBH class: 15.3-20.3 cm; Loblolly pine removing the old ENTRY count Loblolly pine DBH class: 20.4-25.4 cm; Loblolly pine removing the old ENTRY count Loblolly pine DBH class: 25.5-30.5 cm; Loblolly pine removing the old ENTRY count Loblolly pine DBH class: >30.5 cm; Loblolly pine removing the old ENTRY count Loblolly pine Weigh to species level True 3.130494508444237 removing the old ENTRY count Loblolly pine MTF_site 3.130494508444237 Moorman1999SnagPiedmont Clemson University Experimental Forest removing the old ENTRY Clemson University Experimental Forest
Calculating MTFcmass! Loblolly pine DBH class: 10.2-15.2 cm; Loblolly pine removing the old ENTRY cmass Loblolly pine DBH class: 15.3-20.3 cm; Loblolly pine removing the old ENTRY cmass Loblolly pine DBH class: 20.4-25.4 cm; Loblolly pine removing the old ENTRY cmass Loblolly pine DBH class: 25.5-30.5 cm; Loblolly pine removing the old ENTRY cmass Loblolly pine DBH class: >30.5 cm; Loblolly pine removing the old ENTRY cmass Loblolly pine Weigh to species level False Cmass whole multiple MTF_species_dc [2.97120989 3.32437496 3.11476126 3.15521065 3.23814631] removing the old ENTRY cmass Loblolly pine MTF_site 3.1813489029287547 Moorman1999SnagPiedmont Clemson University Experimental Forest removing the old ENTRY Clemson University Experimental Forest
#-------------------------# # Garber2005SnagMaine # #-------------------------# No. sites: 1 No. species: 7 No. DBH classes: 13 Calculating MTFcount! Balsam fir DBH class: 10.3-12.7 cm; Balsam fir removing the old ENTRY count Balsam fir DBH class: 12.8-15.2 cm; Balsam fir removing the old ENTRY count Balsam fir DBH class: 15.3-17.8 cm; Balsam fir removing the old ENTRY count Balsam fir DBH class: 17.9-20.3 cm; Balsam fir removing the old ENTRY count Balsam fir DBH class: 20.4-22.9 cm; Balsam fir removing the old ENTRY count Balsam fir DBH class: 25.5-27.9 cm; Balsam fir removing the old ENTRY count Balsam fir Weigh to species level True 7.431393292781014 removing the old ENTRY count Balsam fir Red or black spruce DBH class: 10.3-12.7 cm; Red or black spruce removing the old ENTRY count Red or black spruce DBH class: 12.8-15.2 cm; Red or black spruce removing the old ENTRY count Red or black spruce DBH class: 15.3-17.8 cm; Red or black spruce removing the old ENTRY count Red or black spruce DBH class: 17.9-20.3 cm; Red or black spruce removing the old ENTRY count Red or black spruce DBH class: 20.4-22.9 cm; Red or black spruce removing the old ENTRY count Red or black spruce DBH class: 23.0-25.4 cm; Red or black spruce removing the old ENTRY count Red or black spruce DBH class: 25.5-27.9 cm; Red or black spruce removing the old ENTRY count Red or black spruce DBH class: 28.0-30.5 cm; Red or black spruce removing the old ENTRY count Red or black spruce Weigh to species level True 7.506895546828102 removing the old ENTRY count Red or black spruce White spruce DBH class: 10.3-12.7 cm; White spruce removing the old ENTRY count White spruce DBH class: 12.8-15.2 cm; White spruce removing the old ENTRY count White spruce DBH class: 15.3-17.8 cm; White spruce removing the old ENTRY count White spruce DBH class: 17.9-20.3 cm; White spruce removing the old ENTRY count White spruce DBH class: 20.4-22.9 cm; White spruce removing the old ENTRY count White spruce DBH class: 23.0-25.4 cm; White spruce removing the old ENTRY count White spruce DBH class: 28.0-30.5 cm; White spruce removing the old ENTRY count White spruce DBH class: 30.6-33.0 cm; White spruce removing the old ENTRY count White spruce DBH class: 35.7-38.1 cm; White spruce removing the old ENTRY count White spruce Weigh to species level True 7.230770721150394 removing the old ENTRY count White spruce Eastern hemlock DBH class: 10.3-12.7 cm; Eastern hemlock removing the old ENTRY count Eastern hemlock DBH class: 12.8-15.2 cm; Eastern hemlock removing the old ENTRY count Eastern hemlock DBH class: 15.3-17.8 cm; Eastern hemlock removing the old ENTRY count Eastern hemlock DBH class: 17.9-20.3 cm; Eastern hemlock removing the old ENTRY count Eastern hemlock DBH class: 20.4-22.9 cm; Eastern hemlock removing the old ENTRY count Eastern hemlock DBH class: 23.0-25.4 cm; Eastern hemlock removing the old ENTRY count Eastern hemlock DBH class: 25.5-27.9 cm; Eastern hemlock removing the old ENTRY count Eastern hemlock DBH class: 28.0-30.5 cm; Eastern hemlock removing the old ENTRY count Eastern hemlock DBH class: 30.6-33.0 cm; Eastern hemlock removing the old ENTRY count Eastern hemlock DBH class: 35.7-38.1 cm; Eastern hemlock removing the old ENTRY count Eastern hemlock DBH class: 38.2-40.6 cm; Eastern hemlock removing the old ENTRY count Eastern hemlock DBH class: 40.7-43.2 cm; Eastern hemlock removing the old ENTRY count Eastern hemlock Weigh to species level True 11.854600546583194 removing the old ENTRY count Eastern hemlock White cedar DBH class: 10.3-12.7 cm; White cedar removing the old ENTRY count White cedar DBH class: 12.8-15.2 cm; White cedar removing the old ENTRY count White cedar DBH class: 15.3-17.8 cm; White cedar removing the old ENTRY count White cedar DBH class: 17.9-20.3 cm; White cedar removing the old ENTRY count White cedar DBH class: 20.4-22.9 cm; White cedar removing the old ENTRY count White cedar DBH class: 23.0-25.4 cm; White cedar removing the old ENTRY count White cedar DBH class: 30.6-33.0 cm; White cedar removing the old ENTRY count White cedar DBH class: 33.1-35.6 cm; White cedar removing the old ENTRY count White cedar DBH class: 35.7-38.1 cm; White cedar removing the old ENTRY count White cedar Weigh to species level True 11.709817110029572 removing the old ENTRY count White cedar Red mapple DBH class: 10.3-12.7 cm; Red mapple removing the old ENTRY count Red mapple DBH class: 12.8-15.2 cm; Red mapple removing the old ENTRY count Red mapple DBH class: 15.3-17.8 cm; Red mapple removing the old ENTRY count Red mapple DBH class: 17.9-20.3 cm; Red mapple removing the old ENTRY count Red mapple DBH class: 20.4-22.9 cm; Red mapple removing the old ENTRY count Red mapple DBH class: 23.0-25.4 cm; Red mapple removing the old ENTRY count Red mapple Weigh to species level True 10.171632306753104 removing the old ENTRY count Red mapple Paper birch DBH class: 10.3-12.7 cm; Paper birch removing the old ENTRY count Paper birch DBH class: 12.8-15.2 cm; Paper birch removing the old ENTRY count Paper birch DBH class: 15.3-17.8 cm; Paper birch removing the old ENTRY count Paper birch DBH class: 17.9-20.3 cm; Paper birch removing the old ENTRY count Paper birch DBH class: 20.4-22.9 cm; Paper birch removing the old ENTRY count Paper birch DBH class: 23.0-25.4 cm; Paper birch removing the old ENTRY count Paper birch DBH class: 25.5-27.9 cm; Paper birch removing the old ENTRY count Paper birch DBH class: 28.0-30.5 cm; Paper birch removing the old ENTRY count Paper birch DBH class: 30.6-33.0 cm; Paper birch removing the old ENTRY count Paper birch Weigh to species level True 8.469518440489576 removing the old ENTRY count Paper birch MTF_site 9.255258438256208 Garber2005SnagMaine Penobscot Experimental Forest (PEF) removing the old ENTRY Penobscot Experimental Forest (PEF)
Calculating MTFcmass! Balsam fir DBH class: 10.3-12.7 cm; Balsam fir removing the old ENTRY cmass Balsam fir DBH class: 12.8-15.2 cm; Balsam fir removing the old ENTRY cmass Balsam fir DBH class: 15.3-17.8 cm; Balsam fir removing the old ENTRY cmass Balsam fir DBH class: 17.9-20.3 cm; Balsam fir removing the old ENTRY cmass Balsam fir DBH class: 20.4-22.9 cm; Balsam fir removing the old ENTRY cmass Balsam fir DBH class: 25.5-27.9 cm; Balsam fir removing the old ENTRY cmass Balsam fir Weigh to species level False Cmass whole multiple MTF_species_dc [7.28124018 7.43681961 7.48876333 7.5537651 7.48874018 7.41285879] removing the old ENTRY cmass Balsam fir Red or black spruce DBH class: 10.3-12.7 cm; Red or black spruce removing the old ENTRY cmass Red or black spruce DBH class: 12.8-15.2 cm; Red or black spruce removing the old ENTRY cmass Red or black spruce DBH class: 15.3-17.8 cm; Red or black spruce removing the old ENTRY cmass Red or black spruce DBH class: 17.9-20.3 cm; Red or black spruce removing the old ENTRY cmass Red or black spruce DBH class: 20.4-22.9 cm; Red or black spruce removing the old ENTRY cmass Red or black spruce DBH class: 23.0-25.4 cm; Red or black spruce removing the old ENTRY cmass Red or black spruce DBH class: 25.5-27.9 cm; Red or black spruce removing the old ENTRY cmass Red or black spruce DBH class: 28.0-30.5 cm; Red or black spruce removing the old ENTRY cmass Red or black spruce Weigh to species level False Cmass whole multiple MTF_species_dc [6.95748089 7.51025998 7.43531514 7.5703551 7.52430159 7.61804152 7.73731247 7.73121683] removing the old ENTRY cmass Red or black spruce White spruce DBH class: 10.3-12.7 cm; White spruce removing the old ENTRY cmass White spruce DBH class: 12.8-15.2 cm; White spruce removing the old ENTRY cmass White spruce DBH class: 15.3-17.8 cm; White spruce removing the old ENTRY cmass White spruce DBH class: 17.9-20.3 cm; White spruce removing the old ENTRY cmass White spruce DBH class: 20.4-22.9 cm; White spruce removing the old ENTRY cmass White spruce DBH class: 23.0-25.4 cm; White spruce removing the old ENTRY cmass White spruce DBH class: 28.0-30.5 cm; White spruce removing the old ENTRY cmass White spruce DBH class: 30.6-33.0 cm; White spruce removing the old ENTRY cmass White spruce DBH class: 35.7-38.1 cm; White spruce removing the old ENTRY cmass White spruce Weigh to species level False Cmass whole multiple MTF_species_dc [7.66054037 7.31760339 7.06662089 6.97844345 6.94865917 6.96410832 7.08413865 7.222054 7.5320238 ] removing the old ENTRY cmass White spruce Eastern hemlock DBH class: 10.3-12.7 cm; Eastern hemlock removing the old ENTRY cmass Eastern hemlock DBH class: 12.8-15.2 cm; Eastern hemlock removing the old ENTRY cmass Eastern hemlock DBH class: 15.3-17.8 cm; Eastern hemlock removing the old ENTRY cmass Eastern hemlock DBH class: 17.9-20.3 cm; Eastern hemlock removing the old ENTRY cmass Eastern hemlock DBH class: 20.4-22.9 cm; Eastern hemlock removing the old ENTRY cmass Eastern hemlock DBH class: 23.0-25.4 cm; Eastern hemlock removing the old ENTRY cmass Eastern hemlock DBH class: 25.5-27.9 cm; Eastern hemlock removing the old ENTRY cmass Eastern hemlock DBH class: 28.0-30.5 cm; Eastern hemlock removing the old ENTRY cmass Eastern hemlock DBH class: 30.6-33.0 cm; Eastern hemlock removing the old ENTRY cmass Eastern hemlock DBH class: 35.7-38.1 cm; Eastern hemlock removing the old ENTRY cmass Eastern hemlock DBH class: 38.2-40.6 cm; Eastern hemlock removing the old ENTRY cmass Eastern hemlock DBH class: 40.7-43.2 cm; Eastern hemlock removing the old ENTRY cmass Eastern hemlock Weigh to species level False Cmass whole multiple MTF_species_dc [11.56531994 13.07890354 13.27093926 11.9168372 11.97686687 12.06420219 11.8863734 11.35384857 11.21523534 10.92580277 10.73329919 10.92441856] removing the old ENTRY cmass Eastern hemlock White cedar DBH class: 10.3-12.7 cm; White cedar removing the old ENTRY cmass White cedar DBH class: 12.8-15.2 cm; White cedar removing the old ENTRY cmass White cedar DBH class: 15.3-17.8 cm; White cedar removing the old ENTRY cmass White cedar DBH class: 17.9-20.3 cm; White cedar removing the old ENTRY cmass White cedar DBH class: 20.4-22.9 cm; White cedar removing the old ENTRY cmass White cedar DBH class: 23.0-25.4 cm; White cedar removing the old ENTRY cmass White cedar DBH class: 30.6-33.0 cm; White cedar removing the old ENTRY cmass White cedar DBH class: 33.1-35.6 cm; White cedar removing the old ENTRY cmass White cedar DBH class: 35.7-38.1 cm; White cedar removing the old ENTRY cmass White cedar Weigh to species level False Cmass whole multiple MTF_species_dc [10.23782628 11.60282042 11.59213423 11.54792782 11.82455003 11.71369729 11.98490005 12.28311406 12.59943411] removing the old ENTRY cmass White cedar Red mapple DBH class: 10.3-12.7 cm; Red mapple removing the old ENTRY cmass Red mapple DBH class: 12.8-15.2 cm; Red mapple removing the old ENTRY cmass Red mapple DBH class: 15.3-17.8 cm; Red mapple removing the old ENTRY cmass Red mapple DBH class: 17.9-20.3 cm; Red mapple removing the old ENTRY cmass Red mapple DBH class: 20.4-22.9 cm; Red mapple removing the old ENTRY cmass Red mapple DBH class: 23.0-25.4 cm; Red mapple removing the old ENTRY cmass Red mapple Weigh to species level False Cmass whole multiple MTF_species_dc [10.86954871 10.45912491 10.28664805 10.11763537 9.6645146 9.52592752] removing the old ENTRY cmass Red mapple Paper birch DBH class: 10.3-12.7 cm; Paper birch removing the old ENTRY cmass Paper birch DBH class: 12.8-15.2 cm; Paper birch removing the old ENTRY cmass Paper birch DBH class: 15.3-17.8 cm; Paper birch removing the old ENTRY cmass Paper birch DBH class: 17.9-20.3 cm; Paper birch removing the old ENTRY cmass Paper birch DBH class: 20.4-22.9 cm; Paper birch removing the old ENTRY cmass Paper birch DBH class: 23.0-25.4 cm; Paper birch removing the old ENTRY cmass Paper birch DBH class: 25.5-27.9 cm; Paper birch removing the old ENTRY cmass Paper birch DBH class: 28.0-30.5 cm; Paper birch removing the old ENTRY cmass Paper birch DBH class: 30.6-33.0 cm; Paper birch removing the old ENTRY cmass Paper birch Weigh to species level False Cmass whole multiple MTF_species_dc [7.96756739 8.13784673 8.22526682 8.38003155 8.57519469 8.69843146 8.63239725 8.75908306 8.72918783] removing the old ENTRY cmass Paper birch MTF_site 9.338277284388678 Garber2005SnagMaine Penobscot Experimental Forest (PEF) removing the old ENTRY Penobscot Experimental Forest (PEF)
#---------------------------# # Angers2010SnagSpecies # #---------------------------# No. sites: 2 No. species: 4 No. DBH classes: 1 Calculating MTFcount! Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY count Trembling aspen Weigh to species level True 14.789576212224743 removing the old ENTRY count Trembling aspen Balsam fir DBH class: cm; Balsam fir removing the old ENTRY count Balsam fir Weigh to species level True 18.822367861905732 removing the old ENTRY count Balsam fir Jack pine DBH class: cm; Jack pine removing the old ENTRY count Jack pine Weigh to species level True 25.604146621111223 removing the old ENTRY count Jack pine MTF_site 19.315107304248123 Angers2010SnagSpecies Lake Duparquet Research and Teaching Forest removing the old ENTRY Lake Duparquet Research and Teaching Forest
Black spruce DBH class: cm; Black spruce removing the old ENTRY count Black spruce Weigh to species level True 18.88100391272653 removing the old ENTRY count Black spruce MTF_site 18.88100391272653 Angers2010SnagSpecies Coniferous boreal forest removing the old ENTRY Coniferous boreal forest
#------------------------------# # Aakala2010CoarseDynamics # #------------------------------# No. sites: 3 No. species: 1 No. DBH classes: 1 Calculating MTFc! Norway spruce DBH class: cm; Norway spruce Weigh to species level True Transfer to site level only. No DBH classes! 25.452890941816182 removing the old ENTRY c Norway spruce 25.452890941816182 removing the old ENTRY c Norway spruce MTF_site 25.452890941816182 Aakala2010CoarseDynamics Lappland removing the old ENTRY Lappland
Norway spruce DBH class: cm; Norway spruce Weigh to species level True Transfer to site level only. No DBH classes! 31.612994865508778 removing the old ENTRY c Norway spruce 31.612994865508778 removing the old ENTRY c Norway spruce MTF_site 31.612994865508778 Aakala2010CoarseDynamics Murmansk removing the old ENTRY Murmansk
Norway spruce DBH class: cm; Norway spruce Weigh to species level True Transfer to site level only. No DBH classes! 12.729219606108478 removing the old ENTRY c Norway spruce 12.729219606108478 removing the old ENTRY c Norway spruce MTF_site 12.729219606108478 Aakala2010CoarseDynamics Arkhangelsk removing the old ENTRY Arkhangelsk
#-------------------------# # Angers2011TreeStudy # #-------------------------# No. sites: 1 No. species: 3 No. DBH classes: 1 Calculating MTFcount! Trembling aspen DBH class: cm; Trembling aspen Logistic regression removing the old ENTRY count Trembling aspen Weigh to species level True 7.153442741490582 removing the old ENTRY count Trembling aspen Jack pine DBH class: cm; Jack pine Logistic regression removing the old ENTRY count Jack pine Weigh to species level True 8.262926401356069 removing the old ENTRY count Jack pine Black spruce DBH class: cm; Black spruce Logistic regression removing the old ENTRY count Black spruce Weigh to species level True 5.876990100755984 removing the old ENTRY count Black spruce MTF_site 6.5308663941557015 Angers2011TreeStudy removing the old ENTRY
#--------------------------------------------------# # Bond-Lamberty2008DecompositionChronosequence # #--------------------------------------------------# No. sites: 1 No. species: 1 No. DBH classes: 1 Calculating MTFcount! Black spruce DBH class: cm; Black spruce Weigh to species level True Transfer to site level only. No DBH classes! 15.12323001820704 removing the old ENTRY count Black spruce 15.12323001820704 removing the old ENTRY count Black spruce MTF_site 15.12323001820704 Bond-Lamberty2008DecompositionChronosequence removing the old ENTRY
#----------------------------# # Lee1998DynamicsForests # #----------------------------# No. sites: 1 No. species: 1 No. DBH classes: 4 Calculating MTFcount! Quaking aspen DBH class: 10-19 cm; Quaking aspen removing the old ENTRY count Quaking aspen DBH class: 20-29 cm; Quaking aspen Logistic regression removing the old ENTRY count Quaking aspen DBH class: 30-39 cm; Quaking aspen Logistic regression removing the old ENTRY count Quaking aspen DBH class: >40 cm; Quaking aspen Logistic regression removing the old ENTRY count Quaking aspen Weigh to species level True 18.109805022093532 removing the old ENTRY count Quaking aspen MTF_site 18.109805022093532 Lee1998DynamicsForests removing the old ENTRY
Calculating MTFcmass! Quaking aspen DBH class: 10-19 cm; Quaking aspen removing the old ENTRY cmass Quaking aspen DBH class: 20-29 cm; Quaking aspen Logistic regression removing the old ENTRY cmass Quaking aspen DBH class: 30-39 cm; Quaking aspen Logistic regression removing the old ENTRY cmass Quaking aspen DBH class: >40 cm; Quaking aspen Logistic regression removing the old ENTRY cmass Quaking aspen Weigh to species level False Cmass whole multiple MTF_species_dc [18.0932801 18.01772452 17.38633894 18.93771025] removing the old ENTRY cmass Quaking aspen MTF_site 18.341242745449538 Lee1998DynamicsForests removing the old ENTRY
#----------------------------------# # Moroni2006DisturbanceForests # #----------------------------------# No. sites: 1 No. species: 1 No. DBH classes: 1 Calculating MTFcount! White pine DBH class: cm; White pine Weigh to species level True Transfer to site level only. No DBH classes! 7.7414766816444915 removing the old ENTRY count White pine 7.7414766816444915 removing the old ENTRY count White pine MTF_site 7.7414766816444915 Moroni2006DisturbanceForests SB34 removing the old ENTRY SB34
#--------------------------------# # Vanderwel2006AnTransitions # #--------------------------------# No. sites: 1 No. species: 2 No. DBH classes: 1 Calculating MTFcount! White pine DBH class: cm; White pine Weigh to species level True 20.086448385085767 removing the old ENTRY count White pine Red pine DBH class: cm; Red pine Weigh to species level True 41.307817482366545 removing the old ENTRY count Red pine MTF_site 22.898918988339844 Vanderwel2006AnTransitions removing the old ENTRY
#------------------------------# # Vanderwel2006SnagForests # #------------------------------# No. sites: 1 No. species: 11 No. DBH classes: 2 Calculating MTFcount! Sugar maple DBH class: 10 cm; Sugar maple removing the old ENTRY count Sugar maple DBH class: 40 cm; Sugar maple removing the old ENTRY count Sugar maple Weigh to species level True 7.9268960368308745 removing the old ENTRY count Sugar maple White birch DBH class: 10 cm; White birch removing the old ENTRY count White birch DBH class: 40 cm; White birch removing the old ENTRY count White birch Weigh to species level True 9.946843309222485 removing the old ENTRY count White birch White ash DBH class: 10 cm; White ash removing the old ENTRY count White ash DBH class: 40 cm; White ash removing the old ENTRY count White ash Weigh to species level True 7.597376725591749 removing the old ENTRY count White ash Ironwood DBH class: 10 cm; Ironwood removing the old ENTRY count Ironwood DBH class: 40 cm; Ironwood removing the old ENTRY count Ironwood Weigh to species level True 5.473655949659984 removing the old ENTRY count Ironwood Yellow birch DBH class: 10 cm; Yellow birch removing the old ENTRY count Yellow birch DBH class: 40 cm; Yellow birch removing the old ENTRY count Yellow birch Weigh to species level True 9.426624977189753 removing the old ENTRY count Yellow birch Red oak DBH class: 10 cm; Red oak removing the old ENTRY count Red oak DBH class: 40 cm; Red oak removing the old ENTRY count Red oak Weigh to species level True 8.938738611005732 removing the old ENTRY count Red oak Black cherry DBH class: 10 cm; Black cherry removing the old ENTRY count Black cherry DBH class: 40 cm; Black cherry removing the old ENTRY count Black cherry Weigh to species level True 10.234689145545582 removing the old ENTRY count Black cherry Basswood DBH class: 10 cm; Basswood removing the old ENTRY count Basswood DBH class: 40 cm; Basswood removing the old ENTRY count Basswood Weigh to species level True 4.836017848215848 removing the old ENTRY count Basswood Red maple DBH class: 10 cm; Red maple removing the old ENTRY count Red maple DBH class: 40 cm; Red maple removing the old ENTRY count Red maple Weigh to species level True 6.857049000752931 removing the old ENTRY count Red maple Trembling aspen DBH class: 10 cm; Trembling aspen removing the old ENTRY count Trembling aspen DBH class: 40 cm; Trembling aspen removing the old ENTRY count Trembling aspen Weigh to species level True 7.480496043202012 removing the old ENTRY count Trembling aspen American beech DBH class: 10 cm; American beech removing the old ENTRY count American beech DBH class: 40 cm; American beech removing the old ENTRY count American beech Weigh to species level True 7.797613947636189 removing the old ENTRY count American beech MTF_site 8.007011828479676 Vanderwel2006SnagForests Ontario Ministry of Natural Resources - PSP removing the old ENTRY Ontario Ministry of Natural Resources - PSP
Calculating MTFcmass! Sugar maple DBH class: 10 cm; Sugar maple removing the old ENTRY cmass Sugar maple DBH class: 40 cm; Sugar maple removing the old ENTRY cmass Sugar maple Weigh to species level False Cmass whole multiple MTF_species_dc [ 6.97065837 11.264353 ] removing the old ENTRY cmass Sugar maple White birch DBH class: 10 cm; White birch removing the old ENTRY cmass White birch DBH class: 40 cm; White birch removing the old ENTRY cmass White birch Weigh to species level False Cmass whole multiple MTF_species_dc [ 8.26760464 15.86068384] removing the old ENTRY cmass White birch White ash DBH class: 10 cm; White ash removing the old ENTRY cmass White ash DBH class: 40 cm; White ash removing the old ENTRY cmass White ash Weigh to species level False Cmass whole multiple MTF_species_dc [ 6.75181167 10.5568544 ] removing the old ENTRY cmass White ash Ironwood DBH class: 10 cm; Ironwood removing the old ENTRY cmass Ironwood DBH class: 40 cm; Ironwood removing the old ENTRY cmass Ironwood Weigh to species level False Cmass whole multiple MTF_species_dc [5.11569567 6.70094834] removing the old ENTRY cmass Ironwood Yellow birch DBH class: 10 cm; Yellow birch removing the old ENTRY cmass Yellow birch DBH class: 40 cm; Yellow birch removing the old ENTRY cmass Yellow birch Weigh to species level False Cmass whole multiple MTF_species_dc [ 7.90785198 14.62242733] removing the old ENTRY cmass Yellow birch Red oak DBH class: 10 cm; Red oak removing the old ENTRY cmass Red oak DBH class: 40 cm; Red oak removing the old ENTRY cmass Red oak Weigh to species level False Cmass whole multiple MTF_species_dc [ 7.61930071 13.4967968 ] removing the old ENTRY cmass Red oak Black cherry DBH class: 10 cm; Black cherry removing the old ENTRY cmass Black cherry DBH class: 40 cm; Black cherry removing the old ENTRY cmass Black cherry Weigh to species level False Cmass whole multiple MTF_species_dc [ 8.36699266 16.51694096] removing the old ENTRY cmass Black cherry Basswood DBH class: 10 cm; Basswood removing the old ENTRY cmass Basswood DBH class: 40 cm; Basswood removing the old ENTRY cmass Basswood Weigh to species level False Cmass whole multiple MTF_species_dc [4.57718595 5.69879086] removing the old ENTRY cmass Basswood Red maple DBH class: 10 cm; Red maple removing the old ENTRY cmass Red maple DBH class: 40 cm; Red maple removing the old ENTRY cmass Red maple Weigh to species level False Cmass whole multiple MTF_species_dc [6.21045448 9.03195786] removing the old ENTRY cmass Red maple Trembling aspen DBH class: 10 cm; Trembling aspen removing the old ENTRY cmass Trembling aspen DBH class: 40 cm; Trembling aspen removing the old ENTRY cmass Trembling aspen Weigh to species level False Cmass whole multiple MTF_species_dc [ 6.65890779 10.27389609] removing the old ENTRY cmass Trembling aspen American beech DBH class: 10 cm; American beech removing the old ENTRY cmass American beech DBH class: 40 cm; American beech removing the old ENTRY cmass American beech Weigh to species level False Cmass whole multiple MTF_species_dc [ 6.85865439 10.90340326] removing the old ENTRY cmass American beech MTF_site 11.01763582135013 Vanderwel2006SnagForests Ontario Ministry of Natural Resources - PSP removing the old ENTRY Ontario Ministry of Natural Resources - PSP
#-----------------------------# # Chambers2014SnagForests # #-----------------------------# No. sites: 1 No. species: 1 No. DBH classes: 1 Calculating MTFcount! Ponderosa pine DBH class: 10-104.5 cm; Ponderosa pine Weigh to species level True Transfer to site level only. No DBH classes! 5.258546797667366 removing the old ENTRY count Ponderosa pine 5.258546797667366 removing the old ENTRY count Ponderosa pine MTF_site 5.258546797667366 Chambers2014SnagForests removing the old ENTRY
#------------------------# # Conner2005TheTexas # #------------------------# No. sites: 1 No. species: 1 No. DBH classes: 1 Calculating MTFcount! longleaf and loblolly-shortleaf pine DBH class: >38 cm; longleaf and loblolly-shortleaf pine Weigh to species level True Transfer to site level only. No DBH classes! 6.6500274999733815 removing the old ENTRY count longleaf and loblolly-shortleaf pine 6.6500274999733815 removing the old ENTRY count longleaf and loblolly-shortleaf pine MTF_site 6.6500274999733815 Conner2005TheTexas removing the old ENTRY
#--------------------------------# # DeLong2008TemporalColumbia # #--------------------------------# No. sites: 1 No. species: 2 No. DBH classes: 1 Calculating MTFcount! Hybrid white spruce DBH class: cm; Hybrid white spruce removing the old ENTRY count Hybrid white spruce Weigh to species level True 20.15839746974018 removing the old ENTRY count Hybrid white spruce Subalpine fir DBH class: cm; Subalpine fir removing the old ENTRY count Subalpine fir Weigh to species level True 31.843058582835063 removing the old ENTRY count Subalpine fir MTF_site 28.31048661841103 DeLong2008TemporalColumbia removing the old ENTRY
#-------------------------# # Dunn2015TemporalUSA # #-------------------------# No. sites: 1 No. species: 1 No. DBH classes: 1 Calculating MTFc! Grand or white fir DBH class: cm; Grand or white fir Weigh to species level True Transfer to site level only. No DBH classes! 8.556903617011878 removing the old ENTRY c Grand or white fir 8.556903617011878 removing the old ENTRY c Grand or white fir MTF_site 8.556903617011878 Dunn2015TemporalUSA removing the old ENTRY
#----------------------------# # Huggard1999StaticSnags # #----------------------------# No. sites: 1 No. species: 1 No. DBH classes: 1 Calculating MTFcount! Subalpine fir DBH class: cm; Subalpine fir Logistic regression Weigh to species level True Transfer to site level only. No DBH classes! 49.2506656641613 removing the old ENTRY count Subalpine fir 49.2506656641613 removing the old ENTRY count Subalpine fir MTF_site 49.2506656641613 Huggard1999StaticSnags removing the old ENTRY
#--------------------------------------# # Molinas-Gonzalez2017FallMountain # #--------------------------------------# No. sites: 1 No. species: 1 No. DBH classes: 1 Calculating MTFcount! Pine DBH class: cm; Pine Weigh to species level True Transfer to site level only. No DBH classes! 2.595341585077325 removing the old ENTRY count Pine 2.595341585077325 removing the old ENTRY count Pine MTF_site 2.595341585077325 Molinas-Gonzalez2017FallMountain removing the old ENTRY
#------------------------# # Onodera2015DoJapan # #------------------------# No. sites: 1 No. species: 7 No. DBH classes: 1 Calculating MTFcount! Sakhalin fir DBH class: cm; Sakhalin fir removing the old ENTRY count Sakhalin fir Weigh to species level True 14.450884866404257 removing the old ENTRY count Sakhalin fir Spruce DBH class: cm; Spruce removing the old ENTRY count Spruce Weigh to species level True 12.098068426318264 removing the old ENTRY count Spruce Mizunara DBH class: cm; Mizunara removing the old ENTRY count Mizunara Weigh to species level True 14.891717003103643 removing the old ENTRY count Mizunara Amur cork tree DBH class: cm; Amur cork tree removing the old ENTRY count Amur cork tree Weigh to species level True 8.536247727121605 removing the old ENTRY count Amur cork tree Yellow-paint maple DBH class: cm; Yellow-paint maple removing the old ENTRY count Yellow-paint maple Weigh to species level True 4.110595017389487 removing the old ENTRY count Yellow-paint maple Japanese linden DBH class: cm; Japanese linden removing the old ENTRY count Japanese linden Weigh to species level True 8.369065790981269 removing the old ENTRY count Japanese linden Other Hardwoods DBH class: cm; Other Hardwoods removing the old ENTRY count Other Hardwoods Weigh to species level True 8.793925613684177 removing the old ENTRY count Other Hardwoods MTF_site 11.224585013426369 Onodera2015DoJapan removing the old ENTRY
#------------------------------# # Wilson2005DynamicsForest # #------------------------------# No. sites: 1 No. species: 1 No. DBH classes: 4 Calculating MTFcount! Oaks DBH class: <10 cm; Oaks removing the old ENTRY count Oaks DBH class: 10-20 cm; Oaks Logistic regression removing the old ENTRY count Oaks DBH class: 20-30 cm; Oaks Logistic regression removing the old ENTRY count Oaks DBH class: 30-50 cm; Oaks Logistic regression removing the old ENTRY count Oaks Weigh to species level True 10.228542946575297 removing the old ENTRY count Oaks MTF_site 10.228542946575297 Wilson2005DynamicsForest Cadwell Memorial Forest removing the old ENTRY Cadwell Memorial Forest
Calculating MTFcmass! Oaks DBH class: <10 cm; Oaks removing the old ENTRY cmass Oaks DBH class: 10-20 cm; Oaks Logistic regression removing the old ENTRY cmass Oaks DBH class: 20-30 cm; Oaks Logistic regression removing the old ENTRY cmass Oaks DBH class: 30-50 cm; Oaks Logistic regression removing the old ENTRY cmass Oaks Weigh to species level False Cmass whole multiple MTF_species_dc [ 8.21149675 11.20678082 17.09579658 15.18129595] removing the old ENTRY cmass Oaks MTF_site 13.321936782235335 Wilson2005DynamicsForest Cadwell Memorial Forest removing the old ENTRY Cadwell Memorial Forest
#----------------------------------# # Bull1983LongevityWoodpeckers # #----------------------------------# No. sites: 1 No. species: 2 No. DBH classes: 3 Calculating MTFcount! Ponderosa pine DBH class: <25 cm; Ponderosa pine Logistic regression removing the old ENTRY count Ponderosa pine DBH class: 25-49 cm; Ponderosa pine Logistic regression removing the old ENTRY count Ponderosa pine DBH class: >50 cm; Ponderosa pine Logistic regression removing the old ENTRY count Ponderosa pine Weigh to species level True 7.42057074354461 removing the old ENTRY count Ponderosa pine Lodgepole pine DBH class: <25 cm; Lodgepole pine Logistic regression removing the old ENTRY count Lodgepole pine DBH class: 25-49 cm; Lodgepole pine Logistic regression removing the old ENTRY count Lodgepole pine Weigh to species level True 6.856465370426227 removing the old ENTRY count Lodgepole pine MTF_site 7.301056893307665 Bull1983LongevityWoodpeckers Starkey Experimental Forest removing the old ENTRY Starkey Experimental Forest
Calculating MTFcmass! Ponderosa pine DBH class: <25 cm; Ponderosa pine Logistic regression removing the old ENTRY cmass Ponderosa pine DBH class: 25-49 cm; Ponderosa pine Logistic regression removing the old ENTRY cmass Ponderosa pine DBH class: >50 cm; Ponderosa pine Logistic regression removing the old ENTRY cmass Ponderosa pine Weigh to species level False Cmass whole multiple MTF_species_dc [6.97283854 8.37054752 8.54002068] removing the old ENTRY cmass Ponderosa pine Lodgepole pine DBH class: <25 cm; Lodgepole pine Logistic regression removing the old ENTRY cmass Lodgepole pine DBH class: 25-49 cm; Lodgepole pine Logistic regression removing the old ENTRY cmass Lodgepole pine Weigh to species level False Cmass whole multiple MTF_species_dc [6.49309926 7.649637 ] removing the old ENTRY cmass Lodgepole pine MTF_site 8.007077228112996 Bull1983LongevityWoodpeckers Starkey Experimental Forest removing the old ENTRY Starkey Experimental Forest
#-------------------------# # Ganey2012Trends2007 # #-------------------------# No. sites: 1 No. species: 2 No. DBH classes: 6 Calculating MTFcount! Ponderosa pine DBH class: 20-29 cm; Ponderosa pine removing the old ENTRY count Ponderosa pine DBH class: 30-39 cm; Ponderosa pine removing the old ENTRY count Ponderosa pine DBH class: 40-49 cm; Ponderosa pine removing the old ENTRY count Ponderosa pine DBH class: 50-59 cm; Ponderosa pine removing the old ENTRY count Ponderosa pine DBH class: 60-69 cm; Ponderosa pine removing the old ENTRY count Ponderosa pine DBH class: 69> cm; Ponderosa pine removing the old ENTRY count Ponderosa pine Weigh to species level True 7.840487248483736 removing the old ENTRY count Ponderosa pine Mixed conifer DBH class: 20-29 cm; Mixed conifer removing the old ENTRY count Mixed conifer DBH class: 30-39 cm; Mixed conifer removing the old ENTRY count Mixed conifer DBH class: 40-49 cm; Mixed conifer removing the old ENTRY count Mixed conifer DBH class: 50-59 cm; Mixed conifer removing the old ENTRY count Mixed conifer DBH class: 60-69 cm; Mixed conifer removing the old ENTRY count Mixed conifer DBH class: 69> cm; Mixed conifer removing the old ENTRY count Mixed conifer Weigh to species level True 17.177733203130725 removing the old ENTRY count Mixed conifer MTF_site 15.386545664130152 Ganey2012Trends2007 removing the old ENTRY
Calculating MTFcmass! Ponderosa pine DBH class: 20-29 cm; Ponderosa pine removing the old ENTRY cmass Ponderosa pine DBH class: 30-39 cm; Ponderosa pine removing the old ENTRY cmass Ponderosa pine DBH class: 40-49 cm; Ponderosa pine removing the old ENTRY cmass Ponderosa pine DBH class: 50-59 cm; Ponderosa pine removing the old ENTRY cmass Ponderosa pine DBH class: 60-69 cm; Ponderosa pine removing the old ENTRY cmass Ponderosa pine DBH class: 69> cm; Ponderosa pine removing the old ENTRY cmass Ponderosa pine Weigh to species level False Cmass whole multiple MTF_species_dc [6.61764181 9.84781947 8.03506271 7.96591531 8.29579354 7.23369231] removing the old ENTRY cmass Ponderosa pine Mixed conifer DBH class: 20-29 cm; Mixed conifer removing the old ENTRY cmass Mixed conifer DBH class: 30-39 cm; Mixed conifer removing the old ENTRY cmass Mixed conifer DBH class: 40-49 cm; Mixed conifer removing the old ENTRY cmass Mixed conifer DBH class: 50-59 cm; Mixed conifer removing the old ENTRY cmass Mixed conifer DBH class: 60-69 cm; Mixed conifer removing the old ENTRY cmass Mixed conifer DBH class: 69> cm; Mixed conifer removing the old ENTRY cmass Mixed conifer Weigh to species level False Cmass whole multiple MTF_species_dc [14.7095126 16.11690873 21.89846015 19.94365205 23.52844386 21.47148614] removing the old ENTRY cmass Mixed conifer MTF_site 17.664286444311887 Ganey2012Trends2007 removing the old ENTRY
#---------------------------# # Hogg2015FactorsCanada # #---------------------------# No. sites: 24 No. species: 1 No. DBH classes: 1 Calculating MTFc! Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 6.312858227196059 removing the old ENTRY c Trembling aspen 6.312858227196059 removing the old ENTRY c Trembling aspen MTF_site 6.312858227196059 Hogg2015FactorsCanada ALD removing the old ENTRY ALD
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 3.5033484709217886 removing the old ENTRY c Trembling aspen 3.5033484709217886 removing the old ENTRY c Trembling aspen MTF_site 3.5033484709217886 Hogg2015FactorsCanada BAT removing the old ENTRY BAT
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 5.580234742428262 removing the old ENTRY c Trembling aspen 5.580234742428262 removing the old ENTRY c Trembling aspen MTF_site 5.580234742428262 Hogg2015FactorsCanada BERMS removing the old ENTRY BERMS
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 5.183462666769039 removing the old ENTRY c Trembling aspen 5.183462666769039 removing the old ENTRY c Trembling aspen MTF_site 5.183462666769039 Hogg2015FactorsCanada BIG removing the old ENTRY BIG
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 8.235079679091026 removing the old ENTRY c Trembling aspen 8.235079679091026 removing the old ENTRY c Trembling aspen MTF_site 8.235079679091026 Hogg2015FactorsCanada CAL removing the old ENTRY CAL
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 5.201638278889951 removing the old ENTRY c Trembling aspen 5.201638278889951 removing the old ENTRY c Trembling aspen MTF_site 5.201638278889951 Hogg2015FactorsCanada DUN removing the old ENTRY DUN
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 7.245388145071075 removing the old ENTRY c Trembling aspen 7.245388145071075 removing the old ENTRY c Trembling aspen MTF_site 7.245388145071075 Hogg2015FactorsCanada DVG removing the old ENTRY DVG
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 5.276008119077142 removing the old ENTRY c Trembling aspen 5.276008119077142 removing the old ENTRY c Trembling aspen MTF_site 5.276008119077142 Hogg2015FactorsCanada EDG removing the old ENTRY EDG
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 15.231380854473796 removing the old ENTRY c Trembling aspen 15.231380854473796 removing the old ENTRY c Trembling aspen MTF_site 15.231380854473796 Hogg2015FactorsCanada FTN removing the old ENTRY FTN
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 4.944748416709821 removing the old ENTRY c Trembling aspen 4.944748416709821 removing the old ENTRY c Trembling aspen MTF_site 4.944748416709821 Hogg2015FactorsCanada GLA removing the old ENTRY GLA
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 6.312858227196059 removing the old ENTRY c Trembling aspen 6.312858227196059 removing the old ENTRY c Trembling aspen MTF_site 6.312858227196059 Hogg2015FactorsCanada HIG removing the old ENTRY HIG
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 3.142119927072013 removing the old ENTRY c Trembling aspen 3.142119927072013 removing the old ENTRY c Trembling aspen MTF_site 3.142119927072013 Hogg2015FactorsCanada MIN removing the old ENTRY MIN
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 6.6236077911170375 removing the old ENTRY c Trembling aspen 6.6236077911170375 removing the old ENTRY c Trembling aspen MTF_site 6.6236077911170375 Hogg2015FactorsCanada MOO removing the old ENTRY MOO
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 4.7757185345137 removing the old ENTRY c Trembling aspen 4.7757185345137 removing the old ENTRY c Trembling aspen MTF_site 4.7757185345137 Hogg2015FactorsCanada MOR removing the old ENTRY MOR
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 6.170093354530603 removing the old ENTRY c Trembling aspen 6.170093354530603 removing the old ENTRY c Trembling aspen MTF_site 6.170093354530603 Hogg2015FactorsCanada NOT removing the old ENTRY NOT
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 5.624147283606978 removing the old ENTRY c Trembling aspen 5.624147283606978 removing the old ENTRY c Trembling aspen MTF_site 5.624147283606978 Hogg2015FactorsCanada PAS removing the old ENTRY PAS
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 5.931743246970698 removing the old ENTRY c Trembling aspen 5.931743246970698 removing the old ENTRY c Trembling aspen MTF_site 5.931743246970698 Hogg2015FactorsCanada PET removing the old ENTRY PET
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 8.127416343768115 removing the old ENTRY c Trembling aspen 8.127416343768115 removing the old ENTRY c Trembling aspen MTF_site 8.127416343768115 Hogg2015FactorsCanada POP removing the old ENTRY POP
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 2.6292652992772183 removing the old ENTRY c Trembling aspen 2.6292652992772183 removing the old ENTRY c Trembling aspen MTF_site 2.6292652992772183 Hogg2015FactorsCanada POR removing the old ENTRY POR
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 7.543588282248064 removing the old ENTRY c Trembling aspen 7.543588282248064 removing the old ENTRY c Trembling aspen MTF_site 7.543588282248064 Hogg2015FactorsCanada RED removing the old ENTRY RED
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 5.201638278889951 removing the old ENTRY c Trembling aspen 5.201638278889951 removing the old ENTRY c Trembling aspen MTF_site 5.201638278889951 Hogg2015FactorsCanada TAT removing the old ENTRY TAT
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 4.912878573299357 removing the old ENTRY c Trembling aspen 4.912878573299357 removing the old ENTRY c Trembling aspen MTF_site 4.912878573299357 Hogg2015FactorsCanada TOB removing the old ENTRY TOB
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 6.863893684570793 removing the old ENTRY c Trembling aspen 6.863893684570793 removing the old ENTRY c Trembling aspen MTF_site 6.863893684570793 Hogg2015FactorsCanada YPT removing the old ENTRY YPT
Trembling aspen DBH class: cm; Trembling aspen removing the old ENTRY c Trembling aspen Weigh to species level True Transfer to site level only. No DBH classes! 7.6803295548131 removing the old ENTRY c Trembling aspen 7.6803295548131 removing the old ENTRY c Trembling aspen MTF_site 7.6803295548131 Hogg2015FactorsCanada YRK removing the old ENTRY YRK
#----------------------------# # Parish2010SnagColumbia # #----------------------------# No. sites: 1 No. species: 3 No. DBH classes: 6 Calculating MTFcount! Western hemlock DBH class: <10 cm; Western hemlock removing the old ENTRY count Western hemlock DBH class: 10<20 cm; Western hemlock removing the old ENTRY count Western hemlock DBH class: 20<30 cm; Western hemlock removing the old ENTRY count Western hemlock DBH class: 30<40 cm; Western hemlock removing the old ENTRY count Western hemlock DBH class: 40<50 cm; Western hemlock removing the old ENTRY count Western hemlock DBH class: >50 cm; Western hemlock removing the old ENTRY count Western hemlock Weigh to species level True 12.34601532545325 removing the old ENTRY count Western hemlock Douglas fir DBH class: <10 cm; Douglas fir removing the old ENTRY count Douglas fir DBH class: 10<20 cm; Douglas fir removing the old ENTRY count Douglas fir DBH class: 20<30 cm; Douglas fir removing the old ENTRY count Douglas fir DBH class: 30<40 cm; Douglas fir Logistic regression removing the old ENTRY count Douglas fir DBH class: 40<50 cm; Douglas fir Logistic regression removing the old ENTRY count Douglas fir DBH class: >50 cm; Douglas fir Logistic regression removing the old ENTRY count Douglas fir Weigh to species level True 18.66100346193229 removing the old ENTRY count Douglas fir Western redcedar DBH class: <10 cm; Western redcedar removing the old ENTRY count Western redcedar DBH class: 10<20 cm; Western redcedar removing the old ENTRY count Western redcedar DBH class: 20<30 cm; Western redcedar removing the old ENTRY count Western redcedar Weigh to species level True 6.140864480640924 removing the old ENTRY count Western redcedar MTF_site 14.83867957074527 Parish2010SnagColumbia removing the old ENTRY
Calculating MTFcmass! Western hemlock DBH class: <10 cm; Western hemlock removing the old ENTRY cmass Western hemlock DBH class: 10<20 cm; Western hemlock removing the old ENTRY cmass Western hemlock DBH class: 20<30 cm; Western hemlock removing the old ENTRY cmass Western hemlock DBH class: 30<40 cm; Western hemlock removing the old ENTRY cmass Western hemlock DBH class: 40<50 cm; Western hemlock removing the old ENTRY cmass Western hemlock DBH class: >50 cm; Western hemlock removing the old ENTRY cmass Western hemlock Weigh to species level False Cmass whole multiple MTF_species_dc [11.72525003 12.7645885 14.55725762 19.31905449 16.63757185 23.26577822] removing the old ENTRY cmass Western hemlock Douglas fir DBH class: <10 cm; Douglas fir removing the old ENTRY cmass Douglas fir DBH class: 10<20 cm; Douglas fir removing the old ENTRY cmass Douglas fir DBH class: 20<30 cm; Douglas fir removing the old ENTRY cmass Douglas fir DBH class: 30<40 cm; Douglas fir Logistic regression removing the old ENTRY cmass Douglas fir DBH class: 40<50 cm; Douglas fir Logistic regression removing the old ENTRY cmass Douglas fir DBH class: >50 cm; Douglas fir Logistic regression removing the old ENTRY cmass Douglas fir Weigh to species level False Cmass whole multiple MTF_species_dc [14.62897838 18.39096805 26.23769051 39.56507096 58.42160861 77.56802194] removing the old ENTRY cmass Douglas fir Western redcedar DBH class: <10 cm; Western redcedar removing the old ENTRY cmass Western redcedar DBH class: 10<20 cm; Western redcedar removing the old ENTRY cmass Western redcedar DBH class: 20<30 cm; Western redcedar removing the old ENTRY cmass Western redcedar Weigh to species level False Cmass whole multiple MTF_species_dc [ 5.44632207 8.11025988 13.96673362] removing the old ENTRY cmass Western redcedar MTF_site 21.983354611161115 Parish2010SnagColumbia removing the old ENTRY
#------------------------------# # Lyon1977AttritionMontana # #------------------------------# No. sites: 1 No. species: 1 No. DBH classes: 4 Calculating MTFcount! Lodgehole pine DBH class: <7.6 cm; Lodgehole pine removing the old ENTRY count Lodgehole pine DBH class: 7.6-20.2 cm; Lodgehole pine Logistic regression removing the old ENTRY count Lodgehole pine DBH class: 20.3-30 cm; Lodgehole pine Logistic regression removing the old ENTRY count Lodgehole pine DBH class: >=30 cm; Lodgehole pine Logistic regression removing the old ENTRY count Lodgehole pine Weigh to species level True 6.773226054924042 removing the old ENTRY count Lodgehole pine MTF_site 6.773226054924042 Lyon1977AttritionMontana Bitterroot National Forest; Sleeping Child Burn removing the old ENTRY Bitterroot National Forest; Sleeping Child Burn
Calculating MTFcmass! Lodgehole pine DBH class: <7.6 cm; Lodgehole pine removing the old ENTRY cmass Lodgehole pine DBH class: 7.6-20.2 cm; Lodgehole pine Logistic regression removing the old ENTRY cmass Lodgehole pine DBH class: 20.3-30 cm; Lodgehole pine Logistic regression removing the old ENTRY cmass Lodgehole pine DBH class: >=30 cm; Lodgehole pine Logistic regression removing the old ENTRY cmass Lodgehole pine Weigh to species level False Cmass whole multiple MTF_species_dc [ 4.07960279 10.10893154 9.21441565 11.04329469] removing the old ENTRY cmass Lodgehole pine MTF_site 9.595017622296 Lyon1977AttritionMontana Bitterroot National Forest; Sleeping Child Burn removing the old ENTRY Bitterroot National Forest; Sleeping Child Burn
#---------------------------# # Zarnoch2013SnagForest # #---------------------------# No. sites: 1 No. species: 1 No. DBH classes: 2 Calculating MTFcount! Loblolly pine DBH class: 10-22.9 cm; Loblolly pine removing the old ENTRY count Loblolly pine DBH class: 23-42.5 cm; Loblolly pine removing the old ENTRY count Loblolly pine Weigh to species level True 2.727711509389671 removing the old ENTRY count Loblolly pine MTF_site 2.727711509389671 Zarnoch2013SnagForest Savannah River Site removing the old ENTRY Savannah River Site
Calculating MTFcmass! Loblolly pine DBH class: 10-22.9 cm; Loblolly pine removing the old ENTRY cmass Loblolly pine DBH class: 23-42.5 cm; Loblolly pine removing the old ENTRY cmass Loblolly pine Weigh to species level False Cmass whole multiple MTF_species_dc [2.1407313 4.19516203] removing the old ENTRY cmass Loblolly pine MTF_site 3.703073167878343 Zarnoch2013SnagForest Savannah River Site removing the old ENTRY Savannah River Site
#-------------------------------# # Grayson2019PersistenceUSA # #-------------------------------# No. sites: 1 No. species: 4 No. DBH classes: 3 Calculating MTFcount! Incense cedar DBH class: 25-50 cm; Incense cedar removing the old ENTRY count Incense cedar DBH class: 51-76 cm; Incense cedar removing the old ENTRY count Incense cedar DBH class: ≥77 cm; Incense cedar removing the old ENTRY count Incense cedar Weigh to species level True 11.61386498060362 removing the old ENTRY count Incense cedar Sugar pine DBH class: 25-50 cm; Sugar pine removing the old ENTRY count Sugar pine DBH class: 51-76 cm; Sugar pine removing the old ENTRY count Sugar pine DBH class: ≥77 cm; Sugar pine removing the old ENTRY count Sugar pine Weigh to species level True 12.920651091793223 removing the old ENTRY count Sugar pine White fir DBH class: 25-50 cm; White fir removing the old ENTRY count White fir DBH class: 51-76 cm; White fir removing the old ENTRY count White fir DBH class: ≥77 cm; White fir removing the old ENTRY count White fir Weigh to species level True 9.387272055993343 removing the old ENTRY count White fir Yellow pine DBH class: 25-50 cm; Yellow pine removing the old ENTRY count Yellow pine DBH class: 51-76 cm; Yellow pine removing the old ENTRY count Yellow pine DBH class: ≥77 cm; Yellow pine removing the old ENTRY count Yellow pine Weigh to species level True 7.555973788638542 removing the old ENTRY count Yellow pine MTF_site 9.270146888684522 Grayson2019PersistenceUSA removing the old ENTRY
Calculating MTFcmass! Incense cedar DBH class: 25-50 cm; Incense cedar removing the old ENTRY cmass Incense cedar DBH class: 51-76 cm; Incense cedar removing the old ENTRY cmass Incense cedar DBH class: ≥77 cm; Incense cedar removing the old ENTRY cmass Incense cedar Weigh to species level False Cmass whole multiple MTF_species_dc [11.38950666 11.41343759 13.27194187] removing the old ENTRY cmass Incense cedar Sugar pine DBH class: 25-50 cm; Sugar pine removing the old ENTRY cmass Sugar pine DBH class: 51-76 cm; Sugar pine removing the old ENTRY cmass Sugar pine DBH class: ≥77 cm; Sugar pine removing the old ENTRY cmass Sugar pine Weigh to species level False Cmass whole multiple MTF_species_dc [ 7.96548537 11.58044067 20.73616594] removing the old ENTRY cmass Sugar pine White fir DBH class: 25-50 cm; White fir removing the old ENTRY cmass White fir DBH class: 51-76 cm; White fir removing the old ENTRY cmass White fir DBH class: ≥77 cm; White fir removing the old ENTRY cmass White fir Weigh to species level False Cmass whole multiple MTF_species_dc [ 8.65309943 9.89540238 12.80219964] removing the old ENTRY cmass White fir Yellow pine DBH class: 25-50 cm; Yellow pine removing the old ENTRY cmass Yellow pine DBH class: 51-76 cm; Yellow pine removing the old ENTRY cmass Yellow pine DBH class: ≥77 cm; Yellow pine removing the old ENTRY cmass Yellow pine Weigh to species level False Cmass whole multiple MTF_species_dc [ 6.99653752 7.49749546 10.09692805] removing the old ENTRY cmass Yellow pine MTF_site 10.794992801414608 Grayson2019PersistenceUSA removing the old ENTRY
#-------------------------------------# # Landram2002DemographyCalifornia # #-------------------------------------# No. sites: 1 No. species: 3 No. DBH classes: 3 Calculating MTFcount! Jeffrey pine DBH class: 13-36 cm; Jeffrey pine removing the old ENTRY count Jeffrey pine DBH class: 38-74 cm; Jeffrey pine removing the old ENTRY count Jeffrey pine DBH class: >76 cm; Jeffrey pine removing the old ENTRY count Jeffrey pine Weigh to species level True 16.113030258702814 removing the old ENTRY count Jeffrey pine Ponderosa pine DBH class: 13-36 cm; Ponderosa pine removing the old ENTRY count Ponderosa pine DBH class: 38-74 cm; Ponderosa pine removing the old ENTRY count Ponderosa pine DBH class: >76 cm; Ponderosa pine removing the old ENTRY count Ponderosa pine Weigh to species level True 16.28003376221635 removing the old ENTRY count Ponderosa pine White fir DBH class: 13-36 cm; White fir removing the old ENTRY count White fir DBH class: 38-74 cm; White fir removing the old ENTRY count White fir DBH class: >76 cm; White fir removing the old ENTRY count White fir Weigh to species level True 26.25096888613796 removing the old ENTRY count White fir MTF_site 18.3284014595213 Landram2002DemographyCalifornia removing the old ENTRY
Calculating MTFcmass! Jeffrey pine DBH class: 13-36 cm; Jeffrey pine removing the old ENTRY cmass Jeffrey pine DBH class: 38-74 cm; Jeffrey pine removing the old ENTRY cmass Jeffrey pine DBH class: >76 cm; Jeffrey pine removing the old ENTRY cmass Jeffrey pine Weigh to species level False Cmass whole multiple MTF_species_dc [10.35932587 17.18126926 31.30679559] removing the old ENTRY cmass Jeffrey pine Ponderosa pine DBH class: 13-36 cm; Ponderosa pine removing the old ENTRY cmass Ponderosa pine DBH class: 38-74 cm; Ponderosa pine removing the old ENTRY cmass Ponderosa pine DBH class: >76 cm; Ponderosa pine removing the old ENTRY cmass Ponderosa pine Weigh to species level False Cmass whole multiple MTF_species_dc [ 8.35291979 20.71264912 22.22608911] removing the old ENTRY cmass Ponderosa pine White fir DBH class: 13-36 cm; White fir removing the old ENTRY cmass White fir DBH class: 38-74 cm; White fir removing the old ENTRY cmass White fir DBH class: >76 cm; White fir removing the old ENTRY cmass White fir Weigh to species level False Cmass whole multiple MTF_species_dc [20.25201979 34.82836803 31.30679559] removing the old ENTRY cmass White fir MTF_site 24.550257502097182 Landram2002DemographyCalifornia removing the old ENTRY
#------------------------------# # Dunn2012TemporalCascades # #------------------------------# No. sites: 1 No. species: 4 No. DBH classes: 3 Calculating MTFcount! True fir DBH class: <23 cm; True fir removing the old ENTRY count True fir DBH class: 23-41 cm; True fir removing the old ENTRY count True fir DBH class: >41 cm; True fir removing the old ENTRY count True fir Weigh to species level True 11.15177976736734 removing the old ENTRY count True fir Ponderosa pine DBH class: <23 cm; Ponderosa pine removing the old ENTRY count Ponderosa pine DBH class: 23-41 cm; Ponderosa pine removing the old ENTRY count Ponderosa pine DBH class: >41 cm; Ponderosa pine removing the old ENTRY count Ponderosa pine Weigh to species level True 11.791294352497815 removing the old ENTRY count Ponderosa pine Douglas fir DBH class: <23 cm; Douglas fir removing the old ENTRY count Douglas fir DBH class: 23-41 cm; Douglas fir removing the old ENTRY count Douglas fir DBH class: >41 cm; Douglas fir removing the old ENTRY count Douglas fir Weigh to species level True 13.284404272696602 removing the old ENTRY count Douglas fir Lodgepole pine DBH class: <23 cm; Lodgepole pine removing the old ENTRY count Lodgepole pine DBH class: 23-41 cm; Lodgepole pine removing the old ENTRY count Lodgepole pine Weigh to species level True 7.555532279242617 removing the old ENTRY count Lodgepole pine MTF_site 11.491109551301683 Dunn2012TemporalCascades removing the old ENTRY
Calculating MTFcmass! True fir DBH class: <23 cm; True fir removing the old ENTRY cmass True fir DBH class: 23-41 cm; True fir removing the old ENTRY cmass True fir DBH class: >41 cm; True fir removing the old ENTRY cmass True fir Weigh to species level False Cmass whole multiple MTF_species_dc [ 9.83709269 15.11754393 19.77507624] removing the old ENTRY cmass True fir Ponderosa pine DBH class: <23 cm; Ponderosa pine removing the old ENTRY cmass Ponderosa pine DBH class: 23-41 cm; Ponderosa pine removing the old ENTRY cmass Ponderosa pine DBH class: >41 cm; Ponderosa pine removing the old ENTRY cmass Ponderosa pine Weigh to species level False Cmass whole multiple MTF_species_dc [ 7.53066007 12.48755238 16.75773607] removing the old ENTRY cmass Ponderosa pine Douglas fir DBH class: <23 cm; Douglas fir removing the old ENTRY cmass Douglas fir DBH class: 23-41 cm; Douglas fir removing the old ENTRY cmass Douglas fir DBH class: >41 cm; Douglas fir removing the old ENTRY cmass Douglas fir Weigh to species level False Cmass whole multiple MTF_species_dc [11.44102782 16.83331883 21.92573632] removing the old ENTRY cmass Douglas fir Lodgepole pine DBH class: <23 cm; Lodgepole pine removing the old ENTRY cmass Lodgepole pine DBH class: 23-41 cm; Lodgepole pine removing the old ENTRY cmass Lodgepole pine Weigh to species level False Cmass whole multiple MTF_species_dc [ 7.07668757 11.79672825] removing the old ENTRY cmass Lodgepole pine MTF_site 17.88917206392717 Dunn2012TemporalCascades removing the old ENTRY
#--------------------------# # Woolley2019BeyondUSA # #--------------------------# No. sites: 1 No. species: 1 No. DBH classes: 1 Calculating MTFcount! Lodgepole pine DBH class: cm; Lodgepole pine Weigh to species level True Transfer to site level only. No DBH classes! 16.527936838000183 removing the old ENTRY count Lodgepole pine 16.527936838000183 removing the old ENTRY count Lodgepole pine MTF_site 16.527936838000183 Woolley2019BeyondUSA Deschutes and Fremont-Winema national forests removing the old ENTRY Deschutes and Fremont-Winema national forests
#-------------------------------# # Yamasaki2006SnagHardwoods # #-------------------------------# No. sites: 1 No. species: 2 No. DBH classes: 2 Calculating MTFcount! North American beech DBH class: 11.43-26.416 cm; North American beech removing the old ENTRY count North American beech DBH class: >26.67 cm; North American beech removing the old ENTRY count North American beech Weigh to species level True 9.31938581000206 removing the old ENTRY count North American beech Red maple DBH class: 11.43-26.416 cm; Red maple removing the old ENTRY count Red maple DBH class: >26.67 cm; Red maple removing the old ENTRY count Red maple Weigh to species level True 10.536925052425111 removing the old ENTRY count Red maple MTF_site 9.70531338173125 Yamasaki2006SnagHardwoods Bartlett Experimental Forest removing the old ENTRY Bartlett Experimental Forest
Calculating MTFcmass! North American beech DBH class: 11.43-26.416 cm; North American beech removing the old ENTRY cmass North American beech DBH class: >26.67 cm; North American beech removing the old ENTRY cmass North American beech Weigh to species level False Cmass whole multiple MTF_species_dc [ 8.46554019 13.74673346] removing the old ENTRY cmass North American beech Red maple DBH class: 11.43-26.416 cm; Red maple removing the old ENTRY cmass Red maple DBH class: >26.67 cm; Red maple removing the old ENTRY cmass Red maple Weigh to species level False Cmass whole multiple MTF_species_dc [ 9.92150003 12.81213273] removing the old ENTRY cmass Red maple MTF_site 11.549146624599949 Yamasaki2006SnagHardwoods Bartlett Experimental Forest removing the old ENTRY Bartlett Experimental Forest
#--------------------------------------# # Sinclair2004PersistenceAustralia # #--------------------------------------# No. sites: 1 No. species: 2 No. DBH classes: 1 Calculating MTFcount! Sugarwood DBH class: cm; Sugarwood Weigh to species level True 17.339063881301005 removing the old ENTRY count Sugarwood Myoporum platycarpum DBH class: cm; Myoporum platycarpum Weigh to species level True 32.635084780971646 removing the old ENTRY count Myoporum platycarpum MTF_site 25.250798829406513 Sinclair2004PersistenceAustralia removing the old ENTRY
#----------------------------------# # Chambers2005PonderosaArizona # #----------------------------------# No. sites: 1 No. species: 1 No. DBH classes: 3 Calculating MTFcount! Ponderosa pine DBH class: 10-24.9 cm; Ponderosa pine removing the old ENTRY count Ponderosa pine DBH class: 25-50.9 cm; Ponderosa pine removing the old ENTRY count Ponderosa pine DBH class: 51-88 cm; Ponderosa pine removing the old ENTRY count Ponderosa pine Weigh to species level True 8.099835818880344 removing the old ENTRY count Ponderosa pine MTF_site 8.099835818880344 Chambers2005PonderosaArizona Coconino and Kaibab National Forests removing the old ENTRY Coconino and Kaibab National Forests
Calculating MTFcmass! Ponderosa pine DBH class: 10-24.9 cm; Ponderosa pine removing the old ENTRY cmass Ponderosa pine DBH class: 25-50.9 cm; Ponderosa pine removing the old ENTRY cmass Ponderosa pine DBH class: 51-88 cm; Ponderosa pine removing the old ENTRY cmass Ponderosa pine Weigh to species level False Cmass whole multiple MTF_species_dc [ 7.36127048 8.62516253 10.01358814] removing the old ENTRY cmass Ponderosa pine MTF_site 8.678743327201788 Chambers2005PonderosaArizona Coconino and Kaibab National Forests removing the old ENTRY Coconino and Kaibab National Forests
#----------------------------------# # Mäkinen2006PredictingFinland # #----------------------------------# No. sites: 3 No. species: 3 No. DBH classes: 1 Calculating MTFcount! Scots pine DBH class: cm; Scots pine removing the old ENTRY count Scots pine Weigh to species level True 21.55636501551964 removing the old ENTRY count Scots pine MTF_site 21.55636501551964 Mäkinen2006PredictingFinland Scots pine plantation removing the old ENTRY Scots pine plantation
Norway spruce DBH class: cm; Norway spruce removing the old ENTRY count Norway spruce Weigh to species level True 24.843247617935088 removing the old ENTRY count Norway spruce MTF_site 24.843247617935088 Mäkinen2006PredictingFinland Norway spruce plantation removing the old ENTRY Norway spruce plantation
Silver birch DBH class: cm; Silver birch removing the old ENTRY count Silver birch Weigh to species level True 16.349446833494934 removing the old ENTRY count Silver birch MTF_site 16.349446833494934 Mäkinen2006PredictingFinland Silver birch plantation removing the old ENTRY Silver birch plantation
#------------------------------------# # Ritchie2014EstablishmentForest # #------------------------------------# No. sites: 1 No. species: 3 No. DBH classes: 4 Calculating MTFcount! Ponderosa pine DBH class: 2-15 cm; Ponderosa pine removing the old ENTRY count Ponderosa pine DBH class: 15-30 cm; Ponderosa pine removing the old ENTRY count Ponderosa pine DBH class: 30-45 cm; Ponderosa pine removing the old ENTRY count Ponderosa pine DBH class: >45 cm; Ponderosa pine removing the old ENTRY count Ponderosa pine Weigh to species level True 3.013061934208048 removing the old ENTRY count Ponderosa pine White fir DBH class: 2-15 cm; White fir removing the old ENTRY count White fir DBH class: 15-30 cm; White fir removing the old ENTRY count White fir DBH class: 30-45 cm; White fir removing the old ENTRY count White fir DBH class: >45 cm; White fir removing the old ENTRY count White fir Weigh to species level True 6.385737560290609 removing the old ENTRY count White fir Incense cedar DBH class: 2-15 cm; Incense cedar removing the old ENTRY count Incense cedar DBH class: 15-30 cm; Incense cedar removing the old ENTRY count Incense cedar DBH class: 30-45 cm; Incense cedar removing the old ENTRY count Incense cedar DBH class: >45 cm; Incense cedar removing the old ENTRY count Incense cedar Weigh to species level True 43.377734024674126 removing the old ENTRY count Incense cedar MTF_site 9.875250733173539 Ritchie2014EstablishmentForest Blacks Mountain Experimental Forest - Cone Fire removing the old ENTRY Blacks Mountain Experimental Forest - Cone Fire
Calculating MTFcmass! Ponderosa pine DBH class: 2-15 cm; Ponderosa pine removing the old ENTRY cmass Ponderosa pine DBH class: 15-30 cm; Ponderosa pine removing the old ENTRY cmass Ponderosa pine DBH class: 30-45 cm; Ponderosa pine removing the old ENTRY cmass Ponderosa pine DBH class: >45 cm; Ponderosa pine removing the old ENTRY cmass Ponderosa pine Weigh to species level False Cmass whole multiple MTF_species_dc [2.74900183 3.413157 4.1607625 6.89017087] removing the old ENTRY cmass Ponderosa pine White fir DBH class: 2-15 cm; White fir removing the old ENTRY cmass White fir DBH class: 15-30 cm; White fir removing the old ENTRY cmass White fir DBH class: 30-45 cm; White fir removing the old ENTRY cmass White fir DBH class: >45 cm; White fir removing the old ENTRY cmass White fir Weigh to species level False Cmass whole multiple MTF_species_dc [ 5.39642386 5.93842026 10.99905465 62.6891268 ] removing the old ENTRY cmass White fir Incense cedar DBH class: 2-15 cm; Incense cedar removing the old ENTRY cmass Incense cedar DBH class: 15-30 cm; Incense cedar removing the old ENTRY cmass Incense cedar DBH class: 30-45 cm; Incense cedar removing the old ENTRY cmass Incense cedar DBH class: >45 cm; Incense cedar removing the old ENTRY cmass Incense cedar Weigh to species level False Cmass whole multiple MTF_species_dc [42.7317334 45.24494131 42.7317334 42.7317334 ] removing the old ENTRY cmass Incense cedar MTF_site 30.39354066548366 Ritchie2014EstablishmentForest Blacks Mountain Experimental Forest - Cone Fire removing the old ENTRY Blacks Mountain Experimental Forest - Cone Fire